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Column Tab 1

# A tibble: 607 × 12
   work_year experience_level employment_type job_title   salary salary_currency
       <dbl> <chr>            <chr>           <chr>        <dbl> <chr>          
 1      2020 MI               FT              Data Scien… 7   e4 EUR            
 2      2020 SE               FT              Machine Le… 2.6 e5 USD            
 3      2020 SE               FT              Big Data E… 8.5 e4 GBP            
 4      2020 MI               FT              Product Da… 2   e4 USD            
 5      2020 SE               FT              Machine Le… 1.5 e5 USD            
 6      2020 EN               FT              Data Analy… 7.20e4 USD            
 7      2020 SE               FT              Lead Data … 1.9 e5 USD            
 8      2020 MI               FT              Data Scien… 1.10e7 HUF            
 9      2020 MI               FT              Business D… 1.35e5 USD            
10      2020 SE               FT              Lead Data … 1.25e5 USD            
# ℹ 597 more rows
# ℹ 6 more variables: salary_in_usd <dbl>, employee_residence <chr>,
#   remote_ratio <dbl>, company_location <chr>, company_size <chr>,
#   USResidence <dbl>

Column Tab 2

work_year experience_level employment_type job_title salary salary_currency salary_in_usd employee_residence remote_ratio company_location company_size USResidence
2020 MI FT Data Scientist 70000 EUR 79833 DE 0 DE L 0
2020 SE FT Machine Learning Scientist 260000 USD 260000 JP 0 JP S 0
2020 SE FT Big Data Engineer 85000 GBP 109024 GB 50 GB M 0
2020 MI FT Product Data Analyst 20000 USD 20000 HN 0 HN S 0
2020 SE FT Machine Learning Engineer 150000 USD 150000 US 50 US L 1
2020 EN FT Data Analyst 72000 USD 72000 US 100 US L 1
2020 SE FT Lead Data Scientist 190000 USD 190000 US 100 US S 1
2020 MI FT Data Scientist 11000000 HUF 35735 HU 50 HU L 0
2020 MI FT Business Data Analyst 135000 USD 135000 US 100 US L 1
2020 SE FT Lead Data Engineer 125000 USD 125000 NZ 50 NZ S 0
2020 EN FT Data Scientist 45000 EUR 51321 FR 0 FR S 0
2020 MI FT Data Scientist 3000000 INR 40481 IN 0 IN L 0
2020 EN FT Data Scientist 35000 EUR 39916 FR 0 FR M 0
2020 MI FT Lead Data Analyst 87000 USD 87000 US 100 US L 1
2020 MI FT Data Analyst 85000 USD 85000 US 100 US L 1
2020 MI FT Data Analyst 8000 USD 8000 PK 50 PK L 0
2020 EN FT Data Engineer 4450000 JPY 41689 JP 100 JP S 0
2020 SE FT Big Data Engineer 100000 EUR 114047 PL 100 GB S 0
2020 EN FT Data Science Consultant 423000 INR 5707 IN 50 IN M 0
2020 MI FT Lead Data Engineer 56000 USD 56000 PT 100 US M 0
2020 MI FT Machine Learning Engineer 299000 CNY 43331 CN 0 CN M 0
2020 MI FT Product Data Analyst 450000 INR 6072 IN 100 IN L 0
2020 SE FT Data Engineer 42000 EUR 47899 GR 50 GR L 0
2020 MI FT BI Data Analyst 98000 USD 98000 US 0 US M 1
2020 MI FT Lead Data Scientist 115000 USD 115000 AE 0 AE L 0
2020 EX FT Director of Data Science 325000 USD 325000 US 100 US L 1
2020 EN FT Research Scientist 42000 USD 42000 NL 50 NL L 0
2020 SE FT Data Engineer 720000 MXN 33511 MX 0 MX S 0
2020 EN CT Business Data Analyst 100000 USD 100000 US 100 US L 1
2020 SE FT Machine Learning Manager 157000 CAD 117104 CA 50 CA L 0
2020 MI FT Data Engineering Manager 51999 EUR 59303 DE 100 DE S 0
2020 EN FT Big Data Engineer 70000 USD 70000 US 100 US L 1
2020 SE FT Data Scientist 60000 EUR 68428 GR 100 US L 0
2020 MI FT Research Scientist 450000 USD 450000 US 0 US M 1
2020 MI FT Data Analyst 41000 EUR 46759 FR 50 FR L 0
2020 MI FT Data Engineer 65000 EUR 74130 AT 50 AT L 0
2020 MI FT Data Science Consultant 103000 USD 103000 US 100 US L 1
2020 EN FT Machine Learning Engineer 250000 USD 250000 US 50 US L 1
2020 EN FT Data Analyst 10000 USD 10000 NG 100 NG S 0
2020 EN FT Machine Learning Engineer 138000 USD 138000 US 100 US S 1
2020 MI FT Data Scientist 45760 USD 45760 PH 100 US S 0
2020 EX FT Data Engineering Manager 70000 EUR 79833 ES 50 ES L 0
2020 MI FT Machine Learning Infrastructure Engineer 44000 EUR 50180 PT 0 PT M 0
2020 MI FT Data Engineer 106000 USD 106000 US 100 US L 1
2020 MI FT Data Engineer 88000 GBP 112872 GB 50 GB L 0
2020 EN PT ML Engineer 14000 EUR 15966 DE 100 DE S 0
2020 MI FT Data Scientist 60000 GBP 76958 GB 100 GB S 0
2020 SE FT Data Engineer 188000 USD 188000 US 100 US L 1
2020 MI FT Data Scientist 105000 USD 105000 US 100 US L 1
2020 MI FT Data Engineer 61500 EUR 70139 FR 50 FR L 0
2020 EN FT Data Analyst 450000 INR 6072 IN 0 IN S 0
2020 EN FT Data Analyst 91000 USD 91000 US 100 US L 1
2020 EN FT AI Scientist 300000 DKK 45896 DK 50 DK S 0
2020 EN FT Data Engineer 48000 EUR 54742 PK 100 DE L 0
2020 SE FL Computer Vision Engineer 60000 USD 60000 RU 100 US S 0
2020 SE FT Principal Data Scientist 130000 EUR 148261 DE 100 DE M 0
2020 MI FT Data Scientist 34000 EUR 38776 ES 100 ES M 0
2020 MI FT Data Scientist 118000 USD 118000 US 100 US M 1
2020 SE FT Data Scientist 120000 USD 120000 US 50 US L 1
2020 MI FT Data Scientist 138350 USD 138350 US 100 US M 1
2020 MI FT Data Engineer 110000 USD 110000 US 100 US L 1
2020 MI FT Data Engineer 130800 USD 130800 ES 100 US M 0
2020 EN PT Data Scientist 19000 EUR 21669 IT 50 IT S 0
2020 SE FT Data Scientist 412000 USD 412000 US 100 US L 1
2020 SE FT Machine Learning Engineer 40000 EUR 45618 HR 100 HR S 0
2020 EN FT Data Scientist 55000 EUR 62726 DE 50 DE S 0
2020 EN FT Data Scientist 43200 EUR 49268 DE 0 DE S 0
2020 SE FT Data Science Manager 190200 USD 190200 US 100 US M 1
2020 EN FT Data Scientist 105000 USD 105000 US 100 US S 1
2020 SE FT Data Scientist 80000 EUR 91237 AT 0 AT S 0
2020 MI FT Data Scientist 55000 EUR 62726 FR 50 LU S 0
2020 MI FT Data Scientist 37000 EUR 42197 FR 50 FR S 0
2021 EN FT Research Scientist 60000 GBP 82528 GB 50 GB L 0
2021 EX FT BI Data Analyst 150000 USD 150000 IN 100 US L 0
2021 EX FT Head of Data 235000 USD 235000 US 100 US L 1
2021 SE FT Data Scientist 45000 EUR 53192 FR 50 FR L 0
2021 MI FT BI Data Analyst 100000 USD 100000 US 100 US M 1
2021 MI PT 3D Computer Vision Researcher 400000 INR 5409 IN 50 IN M 0
2021 MI CT ML Engineer 270000 USD 270000 US 100 US L 1
2021 EN FT Data Analyst 80000 USD 80000 US 100 US M 1
2021 SE FT Data Analytics Engineer 67000 EUR 79197 DE 100 DE L 0
2021 MI FT Data Engineer 140000 USD 140000 US 100 US L 1
2021 MI FT Applied Data Scientist 68000 CAD 54238 GB 50 CA L 0
2021 MI FT Machine Learning Engineer 40000 EUR 47282 ES 100 ES S 0
2021 EX FT Director of Data Science 130000 EUR 153667 IT 100 PL L 0
2021 MI FT Data Engineer 110000 PLN 28476 PL 100 PL L 0
2021 EN FT Data Analyst 50000 EUR 59102 FR 50 FR M 0
2021 MI FT Data Analytics Engineer 110000 USD 110000 US 100 US L 1
2021 SE FT Lead Data Analyst 170000 USD 170000 US 100 US L 1
2021 SE FT Data Analyst 80000 USD 80000 BG 100 US S 0
2021 SE FT Marketing Data Analyst 75000 EUR 88654 GR 100 DK L 0
2021 EN FT Data Science Consultant 65000 EUR 76833 DE 100 DE S 0
2021 MI FT Lead Data Analyst 1450000 INR 19609 IN 100 IN L 0
2021 SE FT Lead Data Engineer 276000 USD 276000 US 0 US L 1
2021 EN FT Data Scientist 2200000 INR 29751 IN 50 IN L 0
2021 MI FT Cloud Data Engineer 120000 SGD 89294 SG 50 SG L 0
2021 EN PT AI Scientist 12000 USD 12000 BR 100 US S 0
2021 MI FT Financial Data Analyst 450000 USD 450000 US 100 US L 1
2021 EN FT Computer Vision Software Engineer 70000 USD 70000 US 100 US M 1
2021 MI FT Computer Vision Software Engineer 81000 EUR 95746 DE 100 US S 0
2021 MI FT Data Analyst 75000 USD 75000 US 0 US L 1
2021 SE FT Data Engineer 150000 USD 150000 US 100 US L 1
2021 MI FT BI Data Analyst 11000000 HUF 36259 HU 50 US L 0
2021 MI FT Data Analyst 62000 USD 62000 US 0 US L 1
2021 MI FT Data Scientist 73000 USD 73000 US 0 US L 1
2021 MI FT Data Analyst 37456 GBP 51519 GB 50 GB L 0
2021 MI FT Research Scientist 235000 CAD 187442 CA 100 CA L 0
2021 SE FT Data Engineer 115000 USD 115000 US 100 US S 1
2021 SE FT Data Engineer 150000 USD 150000 US 100 US M 1
2021 EN FT Data Engineer 2250000 INR 30428 IN 100 IN L 0
2021 SE FT Machine Learning Engineer 80000 EUR 94564 DE 50 DE L 0
2021 SE FT Director of Data Engineering 82500 GBP 113476 GB 100 GB M 0
2021 SE FT Lead Data Engineer 75000 GBP 103160 GB 100 GB S 0
2021 EN PT AI Scientist 12000 USD 12000 PK 100 US M 0
2021 MI FT Data Engineer 38400 EUR 45391 NL 100 NL L 0
2021 EN FT Machine Learning Scientist 225000 USD 225000 US 100 US L 1
2021 MI FT Data Scientist 50000 USD 50000 NG 100 NG L 0
2021 MI FT Data Science Engineer 34000 EUR 40189 GR 100 GR M 0
2021 EN FT Data Analyst 90000 USD 90000 US 100 US S 1
2021 MI FT Data Engineer 200000 USD 200000 US 100 US L 1
2021 MI FT Big Data Engineer 60000 USD 60000 ES 50 RO M 0
2021 SE FT Principal Data Engineer 200000 USD 200000 US 100 US M 1
2021 EN FT Data Analyst 50000 USD 50000 US 100 US M 1
2021 EN FT Applied Data Scientist 80000 GBP 110037 GB 0 GB L 0
2021 EN PT Data Analyst 8760 EUR 10354 ES 50 ES M 0
2021 MI FT Principal Data Scientist 151000 USD 151000 US 100 US L 1
2021 SE FT Machine Learning Scientist 120000 USD 120000 US 50 US S 1
2021 MI FT Data Scientist 700000 INR 9466 IN 0 IN S 0
2021 EN FT Machine Learning Engineer 20000 USD 20000 IN 100 IN S 0
2021 SE FT Lead Data Scientist 3000000 INR 40570 IN 50 IN L 0
2021 EN FT Machine Learning Developer 100000 USD 100000 IQ 50 IQ S 0
2021 EN FT Data Scientist 42000 EUR 49646 FR 50 FR M 0
2021 MI FT Applied Machine Learning Scientist 38400 USD 38400 VN 100 US M 0
2021 SE FT Computer Vision Engineer 24000 USD 24000 BR 100 BR M 0
2021 EN FT Data Scientist 100000 USD 100000 US 0 US S 1
2021 MI FT Data Analyst 90000 USD 90000 US 100 US M 1
2021 MI FT ML Engineer 7000000 JPY 63711 JP 50 JP S 0
2021 MI FT ML Engineer 8500000 JPY 77364 JP 50 JP S 0
2021 SE FT Principal Data Scientist 220000 USD 220000 US 0 US L 1
2021 EN FT Data Scientist 80000 USD 80000 US 100 US M 1
2021 MI FT Data Analyst 135000 USD 135000 US 100 US L 1
2021 SE FT Data Science Manager 240000 USD 240000 US 0 US L 1
2021 SE FT Data Engineering Manager 150000 USD 150000 US 0 US L 1
2021 MI FT Data Scientist 82500 USD 82500 US 100 US S 1
2021 MI FT Data Engineer 100000 USD 100000 US 100 US L 1
2021 SE FT Machine Learning Engineer 70000 EUR 82744 BE 50 BE M 0
2021 MI FT Research Scientist 53000 EUR 62649 FR 50 FR M 0
2021 MI FT Data Engineer 90000 USD 90000 US 100 US L 1
2021 SE FT Data Engineering Manager 153000 USD 153000 US 100 US L 1
2021 SE FT Cloud Data Engineer 160000 USD 160000 BR 100 US S 0
2021 SE FT Director of Data Science 168000 USD 168000 JP 0 JP S 0
2021 MI FT Data Scientist 150000 USD 150000 US 100 US M 1
2021 MI FT Data Scientist 95000 CAD 75774 CA 100 CA L 0
2021 EN FT Data Scientist 13400 USD 13400 UA 100 UA L 0
2021 SE FT Data Science Manager 144000 USD 144000 US 100 US L 1
2021 SE FT Data Science Engineer 159500 CAD 127221 CA 50 CA L 0
2021 MI FT Data Scientist 160000 SGD 119059 SG 100 IL M 0
2021 MI FT Applied Machine Learning Scientist 423000 USD 423000 US 50 US L 1
2021 SE FT Data Analytics Manager 120000 USD 120000 US 100 US M 1
2021 EN FT Machine Learning Engineer 125000 USD 125000 US 100 US S 1
2021 EX FT Head of Data 230000 USD 230000 RU 50 RU L 0
2021 EX FT Head of Data Science 85000 USD 85000 RU 0 RU M 0
2021 MI FT Data Engineer 24000 EUR 28369 MT 50 MT L 0
2021 EN FT Data Science Consultant 54000 EUR 63831 DE 50 DE L 0
2021 EX FT Director of Data Science 110000 EUR 130026 DE 50 DE M 0
2021 SE FT Data Specialist 165000 USD 165000 US 100 US L 1
2021 EN FT Data Engineer 80000 USD 80000 US 100 US L 1
2021 EX FT Director of Data Science 250000 USD 250000 US 0 US L 1
2021 EN FT BI Data Analyst 55000 USD 55000 US 50 US S 1
2021 MI FT Data Architect 150000 USD 150000 US 100 US L 1
2021 MI FT Data Architect 170000 USD 170000 US 100 US L 1
2021 MI FT Data Engineer 60000 GBP 82528 GB 100 GB L 0
2021 EN FT Data Analyst 60000 USD 60000 US 100 US S 1
2021 SE FT Principal Data Scientist 235000 USD 235000 US 100 US L 1
2021 SE FT Research Scientist 51400 EUR 60757 PT 50 PT L 0
2021 SE FT Data Engineering Manager 174000 USD 174000 US 100 US L 1
2021 MI FT Data Scientist 58000 MXN 2859 MX 0 MX S 0
2021 MI FT Data Scientist 30400000 CLP 40038 CL 100 CL L 0
2021 EN FT Machine Learning Engineer 81000 USD 81000 US 50 US S 1
2021 MI FT Data Scientist 420000 INR 5679 IN 100 US S 0
2021 MI FT Big Data Engineer 1672000 INR 22611 IN 0 IN L 0
2021 MI FT Data Scientist 76760 EUR 90734 DE 50 DE L 0
2021 MI FT Data Engineer 22000 EUR 26005 RO 0 US L 0
2021 SE FT Finance Data Analyst 45000 GBP 61896 GB 50 GB L 0
2021 MI FL Machine Learning Scientist 12000 USD 12000 PK 50 PK M 0
2021 MI FT Data Engineer 4000 USD 4000 IR 100 IR M 0
2021 SE FT Data Analytics Engineer 50000 USD 50000 VN 100 GB M 0
2021 EX FT Data Science Consultant 59000 EUR 69741 FR 100 ES S 0
2021 SE FT Data Engineer 65000 EUR 76833 RO 50 GB S 0
2021 MI FT Machine Learning Engineer 74000 USD 74000 JP 50 JP S 0
2021 SE FT Data Science Manager 152000 USD 152000 US 100 FR L 1
2021 EN FT Machine Learning Engineer 21844 USD 21844 CO 50 CO M 0
2021 MI FT Big Data Engineer 18000 USD 18000 MD 0 MD S 0
2021 SE FT Data Science Manager 174000 USD 174000 US 100 US L 1
2021 SE FT Research Scientist 120500 CAD 96113 CA 50 CA L 0
2021 MI FT Data Scientist 147000 USD 147000 US 50 US L 1
2021 EN FT BI Data Analyst 9272 USD 9272 KE 100 KE S 0
2021 SE FT Machine Learning Engineer 1799997 INR 24342 IN 100 IN L 0
2021 SE FT Data Science Manager 4000000 INR 54094 IN 50 US L 0
2021 EN FT Data Science Consultant 90000 USD 90000 US 100 US S 1
2021 MI FT Data Scientist 52000 EUR 61467 DE 50 AT M 0
2021 SE FT Machine Learning Infrastructure Engineer 195000 USD 195000 US 100 US M 1
2021 MI FT Data Scientist 32000 EUR 37825 ES 100 ES L 0
2021 SE FT Research Scientist 50000 USD 50000 FR 100 US S 0
2021 MI FT Data Scientist 160000 USD 160000 US 100 US L 1
2021 MI FT Data Scientist 69600 BRL 12901 BR 0 BR S 0
2021 SE FT Machine Learning Engineer 200000 USD 200000 US 100 US L 1
2021 SE FT Data Engineer 165000 USD 165000 US 0 US M 1
2021 MI FL Data Engineer 20000 USD 20000 IT 0 US L 0
2021 SE FT Data Analytics Manager 120000 USD 120000 US 0 US L 1
2021 MI FT Machine Learning Engineer 21000 EUR 24823 SI 50 SI L 0
2021 MI FT Research Scientist 48000 EUR 56738 FR 50 FR S 0
2021 MI FT Data Engineer 48000 GBP 66022 HK 50 GB S 0
2021 EN FT Big Data Engineer 435000 INR 5882 IN 0 CH L 0
2021 EN FT Machine Learning Engineer 21000 EUR 24823 DE 50 DE M 0
2021 SE FT Principal Data Engineer 185000 USD 185000 US 100 US L 1
2021 EN PT Computer Vision Engineer 180000 DKK 28609 DK 50 DK S 0
2021 MI FT Data Scientist 76760 EUR 90734 DE 50 DE L 0
2021 MI FT Machine Learning Engineer 75000 EUR 88654 BE 100 BE M 0
2021 SE FT Data Analytics Manager 140000 USD 140000 US 100 US L 1
2021 MI FT Machine Learning Engineer 180000 PLN 46597 PL 100 PL L 0
2021 MI FT Data Scientist 85000 GBP 116914 GB 50 GB L 0
2021 MI FT Data Scientist 2500000 INR 33808 IN 0 IN M 0
2021 MI FT Data Scientist 40900 GBP 56256 GB 50 GB L 0
2021 SE FT Machine Learning Scientist 225000 USD 225000 US 100 CA L 1
2021 EX CT Principal Data Scientist 416000 USD 416000 US 100 US S 1
2021 SE FT Data Scientist 110000 CAD 87738 CA 100 CA S 0
2021 MI FT Data Scientist 75000 EUR 88654 DE 50 DE L 0
2021 SE FT Data Scientist 135000 USD 135000 US 0 US L 1
2021 SE FT Data Analyst 90000 CAD 71786 CA 100 CA M 0
2021 EN FT Big Data Engineer 1200000 INR 16228 IN 100 IN L 0
2021 SE FT ML Engineer 256000 USD 256000 US 100 US S 1
2021 SE FT Director of Data Engineering 200000 USD 200000 US 100 US L 1
2021 SE FT Data Analyst 200000 USD 200000 US 100 US L 1
2021 MI FT Data Architect 180000 USD 180000 US 100 US L 1
2021 MI FT Head of Data Science 110000 USD 110000 US 0 US S 1
2021 MI FT Research Scientist 80000 CAD 63810 CA 100 CA M 0
2021 MI FT Data Scientist 39600 EUR 46809 ES 100 ES M 0
2021 EN FT Data Scientist 4000 USD 4000 VN 0 VN M 0
2021 EN FT Data Engineer 1600000 INR 21637 IN 50 IN M 0
2021 SE FT Data Scientist 130000 CAD 103691 CA 100 CA L 0
2021 MI FT Data Analyst 80000 USD 80000 US 100 US L 1
2021 MI FT Data Engineer 110000 USD 110000 US 100 US L 1
2021 SE FT Data Scientist 165000 USD 165000 US 100 US L 1
2021 EN FT AI Scientist 1335000 INR 18053 IN 100 AS S 0
2021 MI FT Data Engineer 52500 GBP 72212 GB 50 GB L 0
2021 EN FT Data Scientist 31000 EUR 36643 FR 50 FR L 0
2021 MI FT Data Engineer 108000 TRY 12103 TR 0 TR M 0
2021 SE FT Data Engineer 70000 GBP 96282 GB 50 GB L 0
2021 SE FT Principal Data Analyst 170000 USD 170000 US 100 US M 1
2021 MI FT Data Scientist 115000 USD 115000 US 50 US L 1
2021 EN FT Data Scientist 90000 USD 90000 US 100 US S 1
2021 EX FT Principal Data Engineer 600000 USD 600000 US 100 US L 1
2021 EN FT Data Scientist 2100000 INR 28399 IN 100 IN M 0
2021 MI FT Data Analyst 93000 USD 93000 US 100 US L 1
2021 SE FT Big Data Architect 125000 CAD 99703 CA 50 CA M 0
2021 MI FT Data Engineer 200000 USD 200000 US 100 US L 1
2021 SE FT Principal Data Scientist 147000 EUR 173762 DE 100 DE M 0
2021 SE FT Machine Learning Engineer 185000 USD 185000 US 50 US L 1
2021 EX FT Director of Data Science 120000 EUR 141846 DE 0 DE L 0
2021 MI FT Data Scientist 130000 USD 130000 US 50 US L 1
2021 SE FT Data Analyst 54000 EUR 63831 DE 50 DE L 0
2021 MI FT Data Scientist 1250000 INR 16904 IN 100 IN S 0
2021 SE FT Machine Learning Engineer 4900000 INR 66265 IN 0 IN L 0
2021 MI FT Data Scientist 21600 EUR 25532 RS 100 DE S 0
2021 SE FT Lead Data Engineer 160000 USD 160000 PR 50 US S 0
2021 MI FT Data Engineer 93150 USD 93150 US 0 US M 1
2021 MI FT Data Engineer 111775 USD 111775 US 0 US M 1
2021 MI FT Data Engineer 250000 TRY 28016 TR 100 TR M 0
2021 EN FT Data Engineer 55000 EUR 65013 DE 50 DE M 0
2021 EN FT Data Engineer 72500 USD 72500 US 100 US L 1
2021 SE FT Computer Vision Engineer 102000 BRL 18907 BR 0 BR M 0
2021 EN FT Data Science Consultant 65000 EUR 76833 DE 0 DE L 0
2021 EN FT Machine Learning Engineer 85000 USD 85000 NL 100 DE S 0
2021 SE FT Data Scientist 65720 EUR 77684 FR 50 FR M 0
2021 EN FT Data Scientist 100000 USD 100000 US 100 US M 1
2021 EN FT Data Scientist 58000 USD 58000 US 50 US L 1
2021 SE FT AI Scientist 55000 USD 55000 ES 100 ES L 0
2021 SE FT Data Scientist 180000 TRY 20171 TR 50 TR L 0
2021 EN FT Business Data Analyst 50000 EUR 59102 LU 100 LU L 0
2021 MI FT Data Engineer 112000 USD 112000 US 100 US L 1
2021 EN FT Research Scientist 100000 USD 100000 JE 0 CN L 0
2021 MI PT Data Engineer 59000 EUR 69741 NL 100 NL L 0
2021 SE CT Staff Data Scientist 105000 USD 105000 US 100 US M 1
2021 MI FT Research Scientist 69999 USD 69999 CZ 50 CZ L 0
2021 SE FT Data Science Manager 7000000 INR 94665 IN 50 IN L 0
2021 SE FT Head of Data 87000 EUR 102839 SI 100 SI L 0
2021 MI FT Data Scientist 109000 USD 109000 US 50 US L 1
2021 MI FT Machine Learning Engineer 43200 EUR 51064 IT 50 IT L 0
2022 SE FT Data Engineer 135000 USD 135000 US 100 US M 1
2022 SE FT Data Analyst 155000 USD 155000 US 100 US M 1
2022 SE FT Data Analyst 120600 USD 120600 US 100 US M 1
2022 MI FT Data Scientist 130000 USD 130000 US 0 US M 1
2022 MI FT Data Scientist 90000 USD 90000 US 0 US M 1
2022 MI FT Data Engineer 170000 USD 170000 US 100 US M 1
2022 MI FT Data Engineer 150000 USD 150000 US 100 US M 1
2022 SE FT Data Analyst 102100 USD 102100 US 100 US M 1
2022 SE FT Data Analyst 84900 USD 84900 US 100 US M 1
2022 SE FT Data Scientist 136620 USD 136620 US 100 US M 1
2022 SE FT Data Scientist 99360 USD 99360 US 100 US M 1
2022 SE FT Data Scientist 90000 GBP 117789 GB 0 GB M 0
2022 SE FT Data Scientist 80000 GBP 104702 GB 0 GB M 0
2022 SE FT Data Scientist 146000 USD 146000 US 100 US M 1
2022 SE FT Data Scientist 123000 USD 123000 US 100 US M 1
2022 EN FT Data Engineer 40000 GBP 52351 GB 100 GB M 0
2022 SE FT Data Analyst 99000 USD 99000 US 0 US M 1
2022 SE FT Data Analyst 116000 USD 116000 US 0 US M 1
2022 MI FT Data Analyst 106260 USD 106260 US 0 US M 1
2022 MI FT Data Analyst 126500 USD 126500 US 0 US M 1
2022 EX FT Data Engineer 242000 USD 242000 US 100 US M 1
2022 EX FT Data Engineer 200000 USD 200000 US 100 US M 1
2022 MI FT Data Scientist 50000 GBP 65438 GB 0 GB M 0
2022 MI FT Data Scientist 30000 GBP 39263 GB 0 GB M 0
2022 MI FT Data Engineer 60000 GBP 78526 GB 0 GB M 0
2022 MI FT Data Engineer 40000 GBP 52351 GB 0 GB M 0
2022 SE FT Data Scientist 165220 USD 165220 US 100 US M 1
2022 EN FT Data Engineer 35000 GBP 45807 GB 100 GB M 0
2022 SE FT Data Scientist 120160 USD 120160 US 100 US M 1
2022 SE FT Data Analyst 90320 USD 90320 US 100 US M 1
2022 SE FT Data Engineer 181940 USD 181940 US 0 US M 1
2022 SE FT Data Engineer 132320 USD 132320 US 0 US M 1
2022 SE FT Data Engineer 220110 USD 220110 US 0 US M 1
2022 SE FT Data Engineer 160080 USD 160080 US 0 US M 1
2022 SE FT Data Scientist 180000 USD 180000 US 0 US L 1
2022 SE FT Data Scientist 120000 USD 120000 US 0 US L 1
2022 SE FT Data Analyst 124190 USD 124190 US 100 US M 1
2022 EX FT Data Analyst 130000 USD 130000 US 100 US M 1
2022 EX FT Data Analyst 110000 USD 110000 US 100 US M 1
2022 SE FT Data Analyst 170000 USD 170000 US 100 US M 1
2022 MI FT Data Analyst 115500 USD 115500 US 100 US M 1
2022 SE FT Data Analyst 112900 USD 112900 US 100 US M 1
2022 SE FT Data Analyst 90320 USD 90320 US 100 US M 1
2022 SE FT Data Analyst 112900 USD 112900 US 100 US M 1
2022 SE FT Data Analyst 90320 USD 90320 US 100 US M 1
2022 SE FT Data Engineer 165400 USD 165400 US 100 US M 1
2022 SE FT Data Engineer 132320 USD 132320 US 100 US M 1
2022 MI FT Data Analyst 167000 USD 167000 US 100 US M 1
2022 SE FT Data Engineer 243900 USD 243900 US 100 US M 1
2022 SE FT Data Analyst 136600 USD 136600 US 100 US M 1
2022 SE FT Data Analyst 109280 USD 109280 US 100 US M 1
2022 SE FT Data Engineer 128875 USD 128875 US 100 US M 1
2022 SE FT Data Engineer 93700 USD 93700 US 100 US M 1
2022 EX FT Head of Data Science 224000 USD 224000 US 100 US M 1
2022 EX FT Head of Data Science 167875 USD 167875 US 100 US M 1
2022 EX FT Analytics Engineer 175000 USD 175000 US 100 US M 1
2022 SE FT Data Engineer 156600 USD 156600 US 100 US M 1
2022 SE FT Data Engineer 108800 USD 108800 US 0 US M 1
2022 SE FT Data Scientist 95550 USD 95550 US 0 US M 1
2022 SE FT Data Engineer 113000 USD 113000 US 0 US L 1
2022 SE FT Data Analyst 135000 USD 135000 US 100 US M 1
2022 SE FT Data Science Manager 161342 USD 161342 US 100 US M 1
2022 SE FT Data Science Manager 137141 USD 137141 US 100 US M 1
2022 SE FT Data Scientist 167000 USD 167000 US 100 US M 1
2022 SE FT Data Scientist 123000 USD 123000 US 100 US M 1
2022 SE FT Data Engineer 60000 GBP 78526 GB 0 GB M 0
2022 SE FT Data Engineer 50000 GBP 65438 GB 0 GB M 0
2022 SE FT Data Scientist 150000 USD 150000 US 0 US M 1
2022 SE FT Data Scientist 211500 USD 211500 US 100 US M 1
2022 SE FT Data Architect 192400 USD 192400 CA 100 CA M 0
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2022 SE FT Data Analyst 130000 USD 130000 CA 100 CA M 0
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2022 SE FT Data Engineer 160000 USD 160000 US 0 US L 1
2022 SE FT Data Scientist 138600 USD 138600 US 100 US M 1
2022 SE FT Data Engineer 136000 USD 136000 US 0 US M 1
2022 MI FT Data Analyst 58000 USD 58000 US 0 US S 1
2022 EX FT Analytics Engineer 135000 USD 135000 US 100 US M 1
2022 SE FT Data Scientist 170000 USD 170000 US 100 US M 1
2022 SE FT Data Scientist 123000 USD 123000 US 100 US M 1
2022 SE FT Machine Learning Engineer 189650 USD 189650 US 0 US M 1
2022 SE FT Machine Learning Engineer 164996 USD 164996 US 0 US M 1
2022 MI FT ETL Developer 50000 EUR 54957 GR 0 GR M 0
2022 MI FT ETL Developer 50000 EUR 54957 GR 0 GR M 0
2022 EX FT Lead Data Engineer 150000 CAD 118187 CA 100 CA S 0
2022 SE FT Data Analyst 132000 USD 132000 US 0 US M 1
2022 SE FT Data Engineer 165400 USD 165400 US 100 US M 1
2022 SE FT Data Architect 208775 USD 208775 US 100 US M 1
2022 SE FT Data Architect 147800 USD 147800 US 100 US M 1
2022 SE FT Data Engineer 136994 USD 136994 US 100 US M 1
2022 SE FT Data Engineer 101570 USD 101570 US 100 US M 1
2022 SE FT Data Analyst 128875 USD 128875 US 100 US M 1
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2022 EX FT Head of Machine Learning 6000000 INR 79039 IN 50 IN L 0
2022 SE FT Data Engineer 132320 USD 132320 US 100 US M 1
2022 EN FT Machine Learning Engineer 28500 GBP 37300 GB 100 GB L 0
2022 SE FT Data Analyst 164000 USD 164000 US 0 US M 1
2022 SE FT Data Engineer 155000 USD 155000 US 100 US M 1
2022 MI FT Machine Learning Engineer 95000 GBP 124333 GB 0 GB M 0
2022 MI FT Machine Learning Engineer 75000 GBP 98158 GB 0 GB M 0
2022 MI FT AI Scientist 120000 USD 120000 US 0 US M 1
2022 SE FT Data Analyst 112900 USD 112900 US 100 US M 1
2022 SE FT Data Analyst 90320 USD 90320 US 100 US M 1
2022 SE FT Data Analytics Manager 145000 USD 145000 US 100 US M 1
2022 SE FT Data Analytics Manager 105400 USD 105400 US 100 US M 1
2022 MI FT Machine Learning Engineer 80000 EUR 87932 FR 100 DE M 0
2022 MI FT Data Engineer 90000 GBP 117789 GB 0 GB M 0
2022 SE FT Data Scientist 215300 USD 215300 US 100 US L 1
2022 SE FT Data Scientist 158200 USD 158200 US 100 US L 1
2022 SE FT Data Engineer 209100 USD 209100 US 100 US L 1
2022 SE FT Data Engineer 154600 USD 154600 US 100 US L 1
2022 SE FT Data Analyst 115934 USD 115934 US 0 US M 1
2022 SE FT Data Analyst 81666 USD 81666 US 0 US M 1
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---
title: "Adult Income"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    vertical_layout: fill
    source_code: embed
    social: menu
---

```{r setup, include=FALSE}
library(flexdashboard)
library(tidyverse)
library(plotly)
library(knitr)
library(DT)
df <- read_csv('https://bryantstats.github.io/math421/data/ds_salaries.csv')

df$USResidence <- case_when(df$employee_residence == 'US' ~ 1,
                            df$employee_residence != 'US' ~ 0)
# Create a ggplot object
p <- df %>% 
  mutate(USResidence = factor(USResidence)) %>% 
  ggplot()+ 
  geom_bar(mapping=aes(x=experience_level, fill=USResidence), 
           position = 'fill')+
  labs(y='Proportion', fill='USResidence')

p1 <- df %>% 
  mutate(USResidence = factor(USResidence)) %>% 
  ggplot()+ 
  geom_density(mapping=aes(x=salary_in_usd, color=USResidence))+
  facet_wrap(~experience_level)

p2 <- df %>% 
  mutate(USResidence = factor(USResidence)) %>% 
  ggplot() + 
  geom_bar(mapping=aes(x = work_year, fill = employment_type))

p3 <- df %>% 
  mutate(USResidence = factor(USResidence)) %>% 
  ggplot() + 
  geom_histogram(mapping = aes(x = remote_ratio, color = USResidence))
  

```

{.sidebar}
=======================================================================

### 1. Adult income

In today's day and age, many people are struggling to make ends meet and get by. Within the United States, we have the privilege of facing certain favorable conditions that some other people do not have access to when it comes to earning money and acquiring experience. 

### 2. Flexdashboard and Plotly

This interactive uses `flexdashboard` and `plotly` to visualize the data. 

Main Tab 1
=======================================================================

Column {data-width=500, .tabset}
-----------------------------------------------------------------------

### Column Tab 1

```{r}
df
```


### Column Tab 2

```{r}
kable(df)
```


### Column Tab 3

```{r}
datatable(df, options = list(
  pageLength = 25
))
```


Column {data-width=500}
-----------------------------------------------------------------------

### Row 1

```{r}
p
```

### Row 2

```{r}
ggplotly(p)
```


Main Tab 2
=======================================================================

Column {data-width=500}
-----------------------------------------------------------------------

### Row 1

```{r}
p1
```

### Row 2

```{r}
ggplotly(p1)
```

Main Tab 3
=======================================================================

Column {data-width=500}
-----------------------------------------------------------------------
### Row 1

```{r}
p3
```

### Row 2

```{r}
ggplotly(p3)
```


Column {data-width=500}
-----------------------------------------------------------------------

### Row 1

```{r}
p2
```

### Row 2

```{r}
ggplotly(p2)
```